Megagon_step3_p1atdev

Tottin/Megagon_step3_p1atdev

Megagon_step3_p1atdev is a machine learning model from Tottin. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as cc-by-sa-4.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: cc-by-sa-4.0
Model type: t5
Access: Public
Created: Oct 17, 2023
Updated: Oct 17, 2023
SHA: 851fa552

Base models

p1atdev/t5-base-xlsum-ja

Model card

From the Hugging Face model README

Megagon_step3_p1atdev

This model is a fine-tuned version of p1atdev/t5-base-xlsum-ja on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.2045
Rouge1: 0.2598
Rouge2: 0.1099
Rougel: 0.2579
Rougelsum: 0.2576
Gen Len: 10.5676

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	79	2.2677	0.3223	0.1811	0.3225	0.3203	11.4505
No log	2.0	158	1.4330	0.3084	0.1628	0.3087	0.3067	11.1802
No log	3.0	237	1.2345	0.2672	0.1156	0.2652	0.2644	10.6081
No log	4.0	316	1.2045	0.2598	0.1099	0.2579	0.2576	10.5676

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1

Library: transformers
Type: t5
License: cc-by-sa-4.0
Created: Oct 17, 2023
Updated: Oct 17, 2023